Dataset Versions
Versions
v1
2024-09-08 3:21am
Generated on Sep 8, 2024
790 Total Images
View All Images
Dataset Split
Train Set 92%
729Images
Valid Set 4%
31Images
Test Set 4%
30Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -21% and +21%
Exposure: Between -14% and +14%
Blur: Up to 1.5px
Noise: Up to 1.09% of pixels